Papers with cascade system
Direct Speech Translation for Automatic Subtitling (2023.tacl-1)
Copied to clipboard
| Challenge: | Existing models for automatic subtitling generate subtitles in the target language along with their timestamps. |
| Approach: | They propose a direct speech translation model that generates subtitles in the target language along with their timestamps with a single model. |
| Outcome: | The proposed model outperforms a cascade system on 7 language pairs and on new benchmarks. |
Speech Recognition and Meaning Interpretation: Towards Disambiguation of Structurally Ambiguous Spoken Utterances in Indonesian (2023.emnlp-main)
Copied to clipboard
| Challenge: | Ambiguity is one of the challenges in natural language processing. |
| Approach: | They propose to resolve structurally ambiguous sentences into unambiguous texts in Indonesian using prosodic information. |
| Outcome: | The proposed system achieves a disambiguation accuracy of 79.6% while the proposed direct system yields an even more impressive disambiguations accuracy of 82%. |